Weather-based demand indices - Data sample

With this dataset you can use demand forecast indices for the influence of the current weather and generally for 32 industries and product types. Using this data set you can use the weather as one factor to predict the demand and control your offerings or advertisings accordingly.

This data includes the forecast of weather-based demand for up to 10 days on daily level for a given ZIP code. In comparison to the full data set, this data sample provides information for one ZIP code.

The data can be found here:
"PUBLIC"."FORECAST_GFK_VIEW_EXAMPLE”

The dataset has the following fields:

- date_forecast: Date on which the forecast was created
- country: country of the zip_code.
- zip_code: Zip code for which the index was calculated for a pollen type
- date: date for which the index was calculated
- model: industry / product type for which the indices were calculated
- value: actual impact of the forecasted weather on the given date and zip code. value of 1.15 means the demand is 15 % higher due to the weather than normally.
- class: the class to which level the weather actually influences the demand more generally

The definition of the class is:
1: weather reduces the demand on 10 % of the days
2: weather reduces the demand on 20 % of the days
3: weather has no influence on the demand on 40 % of the days
4: weather increased the demand on 30 % of the days

We offer the following models in this dataset:

- Car-Tyres
- DIY-Activity
- Fashion-Stationary
- Fashion-Ecommerce
- Fashion-Swimwear
- Fashion-Athletic Apparel
- Fashion-Sneakers
- Fashion-Outerwear
- Fashion-Umbrella
- FMCG-Beverages: Beer
- FMCG-Beverages: Coke
- FMCG-Beverages: Coffee
- FMCG-Beverages: Juice
- FMCG-Beverages: Tea
- FMCG-Beverages: Water
- FMCG-Beverages: Wine
- FMCG-Food: Bakery Goods
- FMCG-Food: BBQ
- FMCG-Food: Ice Cream
- FMCG-Food: Snacks
- FMCG-Food: Chocolate Goods
- FMCG-Food: Frozen Goods
- FMCG-Personal Care: Deodorant
- FMCG-Personal Care: Dry Skin
- FMCG-Personal Care: Insect Skin Protection
- FMCG-Personal Care: Body Care
- FMCG-Personal Care: Sun Protection
- FMCG-Pharma: Cold Medicines
- Garden Outdoor: Garden Furniture
- Garden Outdoor: Garden Tools
- Garden Outdoor: Grills Accessories
- Garden Outdoor: Outdoor Plants

搜集汇总

背景与挑战

背景概述

该数据集提供基于天气的需求预测指数，涵盖32个行业与产品类型，用于预测天气对需求的影响。数据样本针对单一邮政编码，包含长达10天的每日预测，具体字段包括日期、国家、模型、数值和类别，其中数值表示需求因天气变化的百分比，类别则反映天气影响的一般程度。